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Os02g0793300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Nudix hydrolase 3 (EC 3.6.1.-) (AtNUDT3). Splice isoform 2.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = precipitation,
response mode = < th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.23 | 0.319 | 9.35 | 0.16 | 0.415 | 0.258 | -0.307 | -2.9 | 0.239 | 22.3 | 0.3604 | 3670 | -- | -- |
52.18 | 0.339 | 9.38 | 0.248 | 0.422 | -0.311 | -0.361 | -- | 0.255 | 22.4 | 0.3604 | 3670 | -- | -- |
46.55 | 0.318 | 9.35 | 0.175 | 0.419 | 0.291 | -- | -3 | 0.241 | 22.1 | 0.4189 | 3583 | -- | -- |
50.39 | 0.331 | 9.38 | 0.205 | 0.428 | -0.555 | -- | -- | 0.287 | 22 | 0.5797 | 983 | -- | -- |
56.88 | 0.351 | 9.34 | 0.186 | -- | 0.352 | -- | -3.21 | 0.237 | -- | 0.4763 | 3530 | -- | -- |
52.29 | 0.339 | 9.38 | 0.253 | 0.423 | -- | -0.351 | -- | 0.254 | 22.5 | -- | -- | -- | -- |
52.78 | 0.34 | 9.38 | 0.268 | 0.426 | -- | -- | -- | 0.255 | 22.3 | -- | -- | -- | -- |
61.06 | 0.364 | 9.37 | 0.187 | -- | -0.63 | -- | -- | 0.277 | -- | 0.5261 | 882 | -- | -- |
51.08 | 0.333 | 9.38 | -- | 0.425 | -0.654 | -- | -- | 0.261 | 22.2 | 0.4903 | 1000 | -- | -- |
63.85 | 0.373 | 9.37 | 0.275 | -- | -- | -- | -- | 0.256 | -- | -- | -- | -- | -- |
54.67 | 0.346 | 9.39 | -- | 0.428 | -- | -- | -- | 0.225 | 22.3 | -- | -- | -- | -- |
61.92 | 0.367 | 9.37 | -- | -- | -0.694 | -- | -- | 0.261 | -- | 0.484 | 970 | -- | -- |
65.84 | 0.379 | 9.38 | -- | -- | -- | -- | -- | 0.226 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 42.75 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 8 |
7 | 43.23 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
10 | 43.50 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
11 | 43.50 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
16 | 43.59 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 2 |
25 | 43.92 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
27 | 43.92 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
29 | 43.92 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
80 | 43.92 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
82 | 43.92 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
84 | 43.92 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
139 | 44.03 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 2 |
144 | 44.16 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
152 | 44.26 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 24 | 8 |
170 | 44.43 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 20 | 12 |
183 | 44.57 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
270 | 45.51 | wind | 9.0 | 4320 | < th | dose dependent | rect. | 19 | 1 |
296 | 45.62 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 11 | 15 |
300 | 45.63 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 10 | 17 |
302 | 45.64 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 10 | 16 |
306 | 45.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 12 | 2 |
311 | 45.66 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 11 | 14 |
312 | 45.66 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 9 | 19 |
315 | 45.68 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 18 | NA |
318 | 45.68 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
320 | 45.69 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 18 | NA |
323 | 45.69 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 9 | 19 |
326 | 45.70 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 8 | 21 |
327 | 45.70 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 12 | 2 |
338 | 45.73 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
340 | 45.75 | atmosphere | 995.0 | 43200 | > th | dose independent | no | NA | NA |
343 | 45.75 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 21 | 21 |
356 | 45.76 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 9 | 23 |
371 | 45.77 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 14 | 10 |
384 | 45.80 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 12 | 12 |
401 | 45.82 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 5 | 3 |
424 | 45.88 | atmosphere | 995.0 | 43200 | < th | dose independent | no | NA | NA |
430 | 45.88 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 11 |
434 | 45.88 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 22 |
451 | 45.90 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 16 |
466 | 45.93 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 2 |
473 | 45.93 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 2 |
491 | 45.96 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
589 | 46.08 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 20 | 22 |
590 | 46.08 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 20 | 22 |
591 | 46.08 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 20 | 22 |
612 | 46.12 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 13 | 10 |
622 | 46.13 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 19 |
628 | 46.13 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 19 |
653 | 46.16 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 19 |
656 | 46.17 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
698 | 46.21 | wind | 9.0 | 4320 | < th | dose dependent | rect. | 17 | 6 |
705 | 46.23 | radiation | 1.0 | 1440 | < th | dose independent | sin | 19 | NA |
743 | 46.25 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 23 |
744 | 46.25 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 23 |
747 | 46.25 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 23 |
805 | 46.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 20 | 21 |
808 | 46.30 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 12 | 15 |
848 | 46.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 14 |
853 | 46.33 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 6 | 21 |
855 | 46.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 23 |
859 | 46.33 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 13 |
860 | 46.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 14 |
862 | 46.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 23 |
870 | 46.34 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 6 | 21 |
873 | 46.34 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 17 | 23 |
879 | 46.34 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 6 | 21 |
941 | 46.38 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 9 | 18 |
947 | 46.38 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 19 |